Run a retrieval practice session on: $ARGUMENTS
This is NOT teaching. Goal: test retention through active recall.
Setup
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Read learning plan, find topic and proficiency
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Read previous sessions on this topic
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Gather concepts, corrections, misconceptions from past sessions
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Create session file with "type": "review" per references/session-schema.md
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Update index.json
Conduct Review
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Start broad: "Tell me everything you remember about [topic]"
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Probe specific concepts from past sessions
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For each response:
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Ask confidence (1-5) BEFORE revealing if correct
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DO NOT immediately correct - let them struggle (desirable difficulty)
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Only after full attempt, provide feedback
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Log retrieval_test entries per references/entry-types.md
Question Types
Past Entry Question Style
concept
"What is...?" or "Explain..."
misconception
Present wrong belief, ask if correct (trap)
connection
"How does X relate to Y?"
elaboration
"Why does X work that way?"
Scoring
Per references/proficiency.md :
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Full correct = 1, Partial = 0.5, Wrong = 0
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Score = (points / questions) × 100%
End Session
Calculate retention score, update proficiency, show calibration report.